Program snapshot

OpenAI Student Collective · 8 ambassadors across 4 regions

Raw data ↗

Key KPIs

Events run

5

3 upcoming

Students reached

298

77% attendance of 388 registered

Sentiment lift

+1.2

3.3 → 4.5 on a 1–5 scale

Report health

86%

end-of-shift reports submitted

Sentiment improvement

Pre-event sentiment from Luma registration questions; post-event from attendee surveys.

Before events3.3
After events4.5

🏆 Highest lift: Amelia Hughes (University of Manchester, United Kingdom) at +1.6.

Regional breakdown

India

Ambassadors
2
Events run
1
Students reached
96
Sentiment lift
+1.5

Japan

Ambassadors
2
Events run
1
Students reached
39
Sentiment lift
+0.8

South Korea

Ambassadors
1
Events run
0
Students reached
0
Sentiment lift

United Kingdom

Ambassadors
1
Events run
2
Students reached
105
Sentiment lift
+1.4

United States

Ambassadors
2
Events run
1
Students reached
58
Sentiment lift
+0.9

Keywords heard at events

From ambassador end-of-shift reports.

study mode × 1flashcards × 1revision × 1interviews × 1placements × 1coding help × 1research × 1citations × 1japanese × 1startups × 1mvp × 1pitch decks × 1

Challenges & use cases

Surfaced from end-of-shift reports.

  • University of Manchester: Revision flashcards, summarising lecture recordings. Challenge — Wi-Fi dropped during the live demo; had to switch to mobile hotspot.
  • IIT Bombay: Placement interview practice, coding assignment help. Challenge — Registration desk queue was long; need a second volunteer.
  • University of Tokyo: Literature reviews, citation summarising. Challenge — Some attendees wanted Japanese-language handouts.
  • UC Berkeley: MVP scoping, pitch deck drafts. Challenge — Ran out of pizza. Seriously underestimated turnout.

Ambassador roster

Click a row to expand ambassador detail.

AmbassadorRegionEventsReport healthLift

Luma integration health

Webhook-first sync from Luma, with a reconciliation poller healing gaps. Dashboards read from our program store, never Luma directly.

Regional calendars

All syncing
  • Student Collective — India7 webhooks
  • Student Collective — Japan7 webhooks
  • Student Collective — South Korea7 webhooks
  • Student Collective — UK7 webhooks
  • Student Collective — US7 webhooks

Org API key: 37/500 req/min · 8 events, 423 guests in program store · reconciler every 15m

Recent webhook activity

  • guest.registered New registration — AI for Job Hunting (evt-103)4m
  • guest.updated Registration answers updated — AI for Job Hunting (evt-103)11m
  • ticket.registered Ticket issued — AI Study Jam (evt-107)26m
  • event.updated Venue changed — Creative Coding with Sora & Canvas (evt-108)58m
  • guest.registered New registration — AI Study Jam (evt-107)73m

Form submissions

Latest end-of-shift form submissions.

Startup Ideation Sprint with GPT-5

Maya Robinson · Jul 10

Energy 5/5 · 15 photos · resonated: GPT-5 reasoning, Codex

ChatGPT × Research: Literature Reviews

Yuki Tanabe · Jul 5

Energy 4/5 · 6 photos · resonated: Deep research, Canvas

100 Chats Challenge Kickoff

Aanya Deshmukh · Jun 25

Energy 4/5 · 12 photos · resonated: Custom GPTs, Projects

Prompt Night: Study Smarter with ChatGPT

Amelia Hughes · Jun 18

Energy 5/5 · 8 photos · resonated: ChatGPT study mode, Voice